• DocumentCode
    3129246
  • Title

    Lossless Coding of Multiband Images Using Interband Data Correlation and Error Feedback Prediction Scheme

  • Author

    Lin, Cheng-Chen ; Hwang, Yin-Tsung ; Chang, Yi-Chen ; Chen, Jiun-Jiang ; Liu, Ming-Wei

  • Author_Institution
    Dept. of Electr. Eng., Nat. Chung Hsing Univ., Taichung, Taiwan
  • fYear
    2010
  • fDate
    15-17 Oct. 2010
  • Firstpage
    280
  • Lastpage
    283
  • Abstract
    In this paper, a multiband loss less compression system exploiting inter-band data correlation is presented. We develop an adaptive prediction scheme that can dynamically switch among smooth, intra and intra-band prediction modes subject to the data correlation. Specifically, we use context information to determine the inter-band correlation between neighboring bands, and then borrow the wisdom of optimal prediction formula from the previous band if its context matches the current one. Prediction error from the previous band is feedback for bias cancellation. Experimental results show that the proposed system delivers the best coding performance among various multi-band image formats. The bit-rate saving over other state-of-the-art techniques can be up to 16%.
  • Keywords
    correlation methods; data compression; error statistics; image coding; adaptive prediction scheme; bias cancellation; context information; error feedback prediction scheme; interband data correlation; intraband prediction; lossless coding; multiband lossless image compression system; optimal prediction formula; prediction error; state-of-the-art techniques; Context; Correlation; Encoding; Hyperspectral imaging; Image coding; Pixel; Redundancy; context matching; lossless compression; multiband images;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2010 Sixth International Conference on
  • Conference_Location
    Darmstadt
  • Print_ISBN
    978-1-4244-8378-5
  • Electronic_ISBN
    978-0-7695-4222-5
  • Type

    conf

  • DOI
    10.1109/IIHMSP.2010.77
  • Filename
    5638030